| 混合神经网络响应面调度法在渔船协同论证中的应用 |
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| 引用本文： | 韩胜菊,陶冶,杨文莲,皮国喜.混合神经网络响应面调度法在渔船协同论证中的应用[J].大连水产学院学报,2010,25(2):162-166. |
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| 作者姓名： | 韩胜菊 陶冶 杨文莲 皮国喜 |
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| 作者单位： | 1. 大连水产学院,信息工程学院,辽宁,大连,116023
2. 辽宁新民经济技术开发区管委会,辽宁,沈阳,110328 |
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| 基金项目： | 国家渔业船舶检验局项目，辽宁省教育厅科学技术计划项目 |
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| 摘 要： | 根据响应面法近似计算在多学科优化中的特点,针对普通神经网络构造响应面方法存在的主要问题,将遗传算法和神经网络结合,设计出混合神经网络并构造了协同优化算法的响应面,在任务调度模块的支持下,可以自主地选择近似和精确计算。采用混合神经网络调度法对玻璃钢拖网渔船进行技术经济论证,结果表明,该方法能够提高优化结果的效率和鲁棒性。
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| 关 键 词： | 神经网络 遗传算法 响应面 渔船协同论证 |
An application of response surface and task scheduling method based on hybrid artificial neural network in collaborative evaluation of fishing vessels |
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| HAN Sheng-ju,TAO Ye,YANG Wen-lian,PI Guo-xi.An application of response surface and task scheduling method based on hybrid artificial neural network in collaborative evaluation of fishing vessels[J].Journal of Dalian Fisheries University,2010,25(2):162-166. |
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| Authors: | HAN Sheng-ju TAO Ye YANG Wen-lian PI Guo-xi |
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| Institution: | HAN Sheng-ju1,TAO Ye1,YANG Wen-lian1,PI Guo-xi2 (1.School of Information Engineering,Dalian Fisheries Univ.,Dalian 116023,China,2.Management Committee of Xinmin High Tech-economy Development Zone in Liaoning Province,Shenyang 110328,China) |
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| Abstract: | The problem dealing with artificial neural network to construct response surface in multidiscipline optimization,and combination of genetic algorithm with artificial neural network is discussed to design a hybrid artificial neural network to set up response surface for collaborative optimization.The collaborative evaluation may choose automatically approximate and precise computation by the task scheduling model.A practical case of technological and economical collaborative evaluation for FPR trawler vessel... |
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| Keywords: | artificial neural network genetic algorithm response surface collaborative evaluation of fishing vessels |
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